Artificial intelligence to deep learning: machine intelligence approach for drug discovery

R Gupta, D Srivastava, M Sahu, S Tiwari, RK Ambasta… - Molecular …, 2021 - Springer
Drug designing and development is an important area of research for pharmaceutical
companies and chemical scientists. However, low efficacy, off-target delivery, time …

The exposome and health: Where chemistry meets biology

R Vermeulen, EL Schymanski, AL Barabási, GW Miller - Science, 2020 - science.org
Despite extensive evidence showing that exposure to specific chemicals can lead to
disease, current research approaches and regulatory policies fail to address the chemical …

Expansion of the Human Phenotype Ontology (HPO) knowledge base and resources

S Köhler, L Carmody, N Vasilevsky… - Nucleic acids …, 2019 - academic.oup.com
Abstract The Human Phenotype Ontology (HPO)—a standardized vocabulary of phenotypic
abnormalities associated with 7000+ diseases—is used by thousands of researchers …

The MR-Base platform supports systematic causal inference across the human phenome

G Hemani, J Zheng, B Elsworth, KH Wade… - elife, 2018 - elifesciences.org
Results from genome-wide association studies (GWAS) can be used to infer causal
relationships between phenotypes, using a strategy known as 2-sample Mendelian …

NONCODEV5: a comprehensive annotation database for long non-coding RNAs

SS Fang, LL Zhang, JC Guo, YW Niu, Y Wu… - Nucleic acids …, 2018 - academic.oup.com
Abstract NONCODE (http://www. bioinfo. org/noncode/) is a systematic database that is
dedicated to presenting the most complete collection and annotation of non-coding RNAs …

The human phenotype ontology in 2017

S Köhler, NA Vasilevsky, M Engelstad… - Nucleic acids …, 2017 - academic.oup.com
Deep phenotyping has been defined as the precise and comprehensive analysis of
phenotypic abnormalities in which the individual components of the phenotype are observed …

The BioMart community portal: an innovative alternative to large, centralized data repositories

D Smedley, S Haider, S Durinck, L Pandini… - Nucleic acids …, 2015 - academic.oup.com
Abstract The BioMart Community Portal (www. biomart. org) is a community-driven effort to
provide a unified interface to biomedical databases that are distributed worldwide. The …

[PDF][PDF] The human phenotype ontology in 2017

S Kohler, NA Vasilevsky, M Engelstad, E Foster… - 2017 - repository.ubn.ru.nl
Deep phenotyping has been defined as the precise and comprehensive analysis of
phenotypic abnormalities in which the individual components of the phenotype are observed …

Retinal transcriptome and eQTL analyses identify genes associated with age-related macular degeneration

R Ratnapriya, OA Sosina, MR Starostik, M Kwicklis… - Nature …, 2019 - nature.com
Genome-wide association studies (GWAS) have identified genetic variants at 34 loci
contributing to age-related macular degeneration (AMD),–. We generated transcriptional …

Advancing personalized medicine through the application of whole exome sequencing and big data analytics

P Suwinski, CK Ong, MHT Ling, YM Poh… - Frontiers in …, 2019 - frontiersin.org
There is a growing attention toward personalized medicine. This is led by a fundamental
shift from the 'one size fits all'paradigm for treatment of patients with conditions or …